Author

Michael A. Stravs

ETH ZurichORCID 0000-0002-1426-8572Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Pharmacology & Toxicology· 1

Signature Assays, Organisms & Methods

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Research Focus:database / resource· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Approach:experimental assay· 1 Assay:metabolomics· 1 Assay:metagenomics· 1

Frequent Co-Authors

Anne Dax· 1 shared Elisabeth M.‐L. JansseniD· 1 shared Franziska SchanbacheriD· 1 shared Kai DührkopiD· 1 shared Nicola ZamboniiD· 1 shared Sebastian BöckeriD· 1 shared Timo H. J. NiedermeyeriD· 1 shared

Activity by Year

2022-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 9 mutual co-author links

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1 shared paperPharmacology & Toxicology

Anne Dax

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2 papers

Recent·Most cited

Pharmacology & ToxicologyJournal of Natural ProductsPeer-reviewedApr 23, 2026

Curation of mass spectrometry reference data for improved identification and dereplication of cyanobacterial specialized metabolites

Franziska Schanbacher, Anne Dax, Michael A. Stravs…·Elisabeth M.‐L. Janssen

The paper curates HRMS/MS reference spectra for cyanobacterial specialized metabolites, expanding existing libraries and demonstrating improved annotation success.

DOI 10.1021/acs.jnatprod.6c00107

metabolomicsexperimental assay

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BioinformaticsNature MethodsPeer-reviewedMay 30, 2022

MSNovelist: De novo structure generation from mass spectra

Michael A. Stravs, Kai Dührkop, Sebastian Böcker, Nicola Zamboni

MSNovelist generates small molecule structures de novo from mass spectra, outperforming database-based methods for novel compounds.

226 citationstop 1%

metagenomicsdeep learning

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